MATLAB Answers

import a Keras pre-trained network into Matlab

5 views (last 30 days)
YA
YA on 18 May 2020
Answered: Asvin Kumar on 26 May 2020
I'm having issues to import a pre-trained network I've trained in Python into Matlab.
- I used the function of: importKerasLayers ('ImportWeights',true) to import architecture & Weights
- I have 6 PlaceHolderLayers which are not supported by matlab - in 5 of them I can use transposedConv2dLayer custom layer to replace them
However, I'm not sure how do I import the Weights of those layers into my custom ones. I need them in order to use "assembleNetwork" function that will switch the imported network to a SeriesNetwork object that will be ready to use for prediction.
I followed this flow of work:

  0 Comments

Sign in to comment.

Answers (1)

Asvin Kumar
Asvin Kumar on 26 May 2020
You can use the 'Weights' property for each PlaceholderLayer.
placeholderLayers = findPlaceholderLayers(lgraph);
placeholderLayers(i).Weights
On the other hand, you could explore other parameters involved by checking the data members of the placeholderLayers.KerasConfiguration structure as in this example.
In general, a couple of details in this section might be useful to you.

  0 Comments

Sign in to comment.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!